Construction and maintenance of building geometric digital twins: state of the art review
Most of the buildings that exist today were built based on 2D drawings. Building information
models that represent design-stage product information have become prevalent in the …
models that represent design-stage product information have become prevalent in the …
[HTML][HTML] Enriching geometric digital twins of buildings with small objects by fusing laser scanning and AI-based image recognition
This paper addresses the challenge of enriching geometric digital twins of buildings, with a
particular emphasis on capturing small but important entities from the electrical and the fire …
particular emphasis on capturing small but important entities from the electrical and the fire …
[HTML][HTML] Scan-to-graph: automatic generation and representation of highway geometric digital twins from point cloud data
Constructing geometric digital twins of highways at present still demands substantial human
effort. Unlike most previous work that uses deep learning models to segment point clouds of …
effort. Unlike most previous work that uses deep learning models to segment point clouds of …
Automated two-dimensional geometric model reconstruction from point cloud data for construction quality inspection and maintenance
Despite the availability of 3D digital models, 2D floor plans remain extensively used for
quality inspection and maintenance as they offer firsthand information. While laser scanners …
quality inspection and maintenance as they offer firsthand information. While laser scanners …
3D deep-learning-enhanced void-growing approach in creating geometric digital twins of buildings
The challenge that this paper addresses is how to generate geometric digital twins of the
indoor environment of buildings automatically. Unlike most previous research that starts with …
indoor environment of buildings automatically. Unlike most previous research that starts with …
Synthetic images generation for semantic understanding in facility management
L Rampini, F Re Cecconi - Construction Innovation, 2024 - emerald.com
Purpose This study aims to introduce a new methodology for generating synthetic images for
facility management purposes. The method starts by leveraging the existing 3D open-source …
facility management purposes. The method starts by leveraging the existing 3D open-source …
Deep-learning guided structural object detection in large-scale, occluded indoor point cloud datasets
Automatic geometry digitisation of existing buildings remains challenging due to the large
scale and heavy clutter of input point clouds. This paper presents a two-stage hybrid method …
scale and heavy clutter of input point clouds. This paper presents a two-stage hybrid method …
[PDF][PDF] Big Data and Analytics in the Deep Renovation Life Cycle
The rising volume of heterogeneous data accessible at various phases of the construction
process has had a significant impact on the construction industry. The availability of data is …
process has had a significant impact on the construction industry. The availability of data is …
[PDF][PDF] Digital twins and their roles in building deep renovation life cycle
Digital twins have started to diffuse within architecture, engineering, construction, and
operations (AECO), based on their emerging and anticipated benefits to the various …
operations (AECO), based on their emerging and anticipated benefits to the various …
Kopplung von Graphersetzung und parametrischer Modellierung zur Unterstützung des modellbasierten Entwerfens und der Erstellung mehrskaliger Modelle
SFF Vilgertshofer - 2022 - mediatum.ub.tum.de
Die vorliegende Arbeit befasst sich mit der Unterstützung und Teilautomatisierung
komplexer und arbeitsintensiver Modellierungsprozesse von dreidimensionalen …
komplexer und arbeitsintensiver Modellierungsprozesse von dreidimensionalen …